weeteq is a Glasgow-based Startup developing Ultra Edge, an embedded technology that transforms global industries through circuit-level AI innovation. Our light-touch approach embeds machine learning directly within power electronics control loops, driving efficiency and performance gains where it matters most – in the systems powering our world. Ultra Edge learns in real-time from circuit level behaviour, enabling response speeds of <0.1ms that traditional control approaches cannot achieve. This delivers significant reductions in regulation margins and measurable energy savings without replacing existing hardware. Different industries emphasise different benefits from the same core technology: automotive applications focus on component downsizing and safety compliance, industrial automation values extended equipment life and improved throughput, while energy systems prioritise grid stability and renewable integration. Our DIVA architecture extends this to data centres – delivering power optimisation from grid to GPU, reducing voltage margins and enabling significant power savings at every stage of AI infrastructure.